A Layered Architecture for Human-in-the-Loop Semantic Compression and Shared Conceptual Governance
Andreas Ehstand · Zenodo (CERN European Organization for Nuclear Research) · 2026
Technical working draft describing a three-layer architecture (private human-experience layer, language-model compression layer, shared semantic layer) for producing and governing structured conceptual units with full traceability and human oversight. Restricted-access record of authorship. Prepared with AI assistance; living document.